Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 7133 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 20 |
| Duplicate rows (%) | 0.3% |
| Total size in memory | 843.0 KiB |
| Average record size in memory | 121.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Boolean | 17 |
| Dataset has 20 (0.3%) duplicate rows | Duplicates |
age is highly overall correlated with draft_year | High correlation |
draft_year is highly overall correlated with age | High correlation |
fantasy_points_ppr is highly overall correlated with interception and 6 other fields | High correlation |
interception is highly overall correlated with fantasy_points_ppr and 3 other fields | High correlation |
pass_touchdown is highly overall correlated with fantasy_points_ppr and 4 other fields | High correlation |
passing_yards is highly overall correlated with position_QB | High correlation |
position_QB is highly overall correlated with interception and 3 other fields | High correlation |
position_RB is highly overall correlated with rushing_yards | High correlation |
receiving_touchdown is highly overall correlated with fantasy_points_ppr and 4 other fields | High correlation |
receiving_yards is highly overall correlated with fantasy_points_ppr and 3 other fields | High correlation |
receptions is highly overall correlated with fantasy_points_ppr and 3 other fields | High correlation |
rush_touchdown is highly overall correlated with rushing_yards and 1 other fields | High correlation |
rushing_yards is highly overall correlated with position_RB and 2 other fields | High correlation |
targets is highly overall correlated with fantasy_points_ppr and 3 other fields | High correlation |
touches is highly overall correlated with fantasy_points_ppr and 5 other fields | High correlation |
position_DE is highly imbalanced (98.6%) | Imbalance |
position_DT is highly imbalanced (98.6%) | Imbalance |
position_FB is highly imbalanced (88.2%) | Imbalance |
position_FS is highly imbalanced (96.1%) | Imbalance |
position_ILB is highly imbalanced (97.5%) | Imbalance |
position_K is highly imbalanced (99.0%) | Imbalance |
position_LS is highly imbalanced (99.6%) | Imbalance |
position_MLB is highly imbalanced (99.5%) | Imbalance |
position_NT is highly imbalanced (99.6%) | Imbalance |
position_OLB is highly imbalanced (99.2%) | Imbalance |
position_P is highly imbalanced (92.3%) | Imbalance |
position_SS is highly imbalanced (95.9%) | Imbalance |
position_T is highly imbalanced (99.8%) | Imbalance |
passing_yards has 6047 (84.8%) zeros | Zeros |
pass_touchdown has 3225 (45.2%) zeros | Zeros |
interception has 3935 (55.2%) zeros | Zeros |
rushing_yards has 3216 (45.1%) zeros | Zeros |
rush_touchdown has 5481 (76.8%) zeros | Zeros |
receptions has 1407 (19.7%) zeros | Zeros |
receiving_yards has 1428 (20.0%) zeros | Zeros |
receiving_touchdown has 3997 (56.0%) zeros | Zeros |
targets has 1202 (16.9%) zeros | Zeros |
touches has 213 (3.0%) zeros | Zeros |
fantasy_points_ppr has 223 (3.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-20 18:04:37.446146 |
|---|---|
| Analysis finished | 2025-10-20 18:05:10.636799 |
| Duration | 33.19 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
passing_yards
Real number (ℝ)
High correlation Zeros
| Distinct | 803 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 228.82462 |
| Minimum | -7 |
|---|---|
| Maximum | 5477 |
| Zeros | 6047 |
| Zeros (%) | 84.8% |
| Negative | 4 |
| Negative (%) | 0.1% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | -7 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2091 |
| Maximum | 5477 |
| Range | 5484 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 832.22035 |
|---|---|
| Coefficient of variation (CV) | 3.6369354 |
| Kurtosis | 15.826461 |
| Mean | 228.82462 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0508054 |
| Sum | 1632206 |
| Variance | 692590.71 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6047 | |
| 4 | 15 | 0.2% |
| 20 | 9 | 0.1% |
| 21 | 9 | 0.1% |
| 3 | 8 | 0.1% |
| 17 | 8 | 0.1% |
| 19 | 8 | 0.1% |
| 2 | 8 | 0.1% |
| 13 | 8 | 0.1% |
| 10 | 7 | 0.1% |
| Other values (793) | 1006 | 14.1% |
| Value | Count | Frequency (%) |
| -7 | 1 | < 0.1% |
| -3 | 1 | < 0.1% |
| -2 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| 0 | 6047 | |
| 1 | 4 | 0.1% |
| 2 | 8 | 0.1% |
| 3 | 8 | 0.1% |
| 4 | 15 | 0.2% |
| 5 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 5477 | 1 | |
| 5316 | 1 | |
| 5250 | 1 | |
| 5208 | 1 | |
| 5177 | 1 | |
| 5162 | 1 | |
| 5129 | 1 | |
| 5109 | 1 | |
| 5097 | 1 | |
| 5014 | 1 |
pass_touchdown
Real number (ℝ)
High correlation Zeros
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7696621 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 3225 |
| Zeros (%) | 45.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 13 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.6843074 |
|---|---|
| Coefficient of variation (CV) | 2.0523469 |
| Kurtosis | 16.801501 |
| Mean | 2.7696621 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.7837157 |
| Sum | 19756 |
| Variance | 32.311351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3225 | |
| 1 | 1239 | 17.4% |
| 2 | 689 | 9.7% |
| 3 | 471 | 6.6% |
| 4 | 328 | 4.6% |
| 5 | 230 | 3.2% |
| 6 | 170 | 2.4% |
| 7 | 131 | 1.8% |
| 8 | 97 | 1.4% |
| 9 | 66 | 0.9% |
| Other values (36) | 487 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 3225 | |
| 1 | 1239 | 17.4% |
| 2 | 689 | 9.7% |
| 3 | 471 | 6.6% |
| 4 | 328 | 4.6% |
| 5 | 230 | 3.2% |
| 6 | 170 | 2.4% |
| 7 | 131 | 1.8% |
| 8 | 97 | 1.4% |
| 9 | 66 | 0.9% |
| Value | Count | Frequency (%) |
| 55 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 43 | 3 | |
| 41 | 4 | |
| 40 | 4 | |
| 39 | 4 | |
| 38 | 6 | |
| 37 | 4 | |
| 36 | 5 |
interception
Real number (ℝ)
High correlation Zeros
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4547876 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 3935 |
| Zeros (%) | 55.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.8591606 |
|---|---|
| Coefficient of variation (CV) | 1.9653457 |
| Kurtosis | 13.432173 |
| Mean | 1.4547876 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.3167668 |
| Sum | 10377 |
| Variance | 8.1747994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3935 | |
| 1 | 1324 | 18.6% |
| 2 | 667 | 9.4% |
| 3 | 362 | 5.1% |
| 4 | 203 | 2.8% |
| 5 | 143 | 2.0% |
| 6 | 82 | 1.1% |
| 7 | 72 | 1.0% |
| 8 | 54 | 0.8% |
| 12 | 54 | 0.8% |
| Other values (15) | 237 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 3935 | |
| 1 | 1324 | 18.6% |
| 2 | 667 | 9.4% |
| 3 | 362 | 5.1% |
| 4 | 203 | 2.8% |
| 5 | 143 | 2.0% |
| 6 | 82 | 1.1% |
| 7 | 72 | 1.0% |
| 8 | 54 | 0.8% |
| 9 | 43 | 0.6% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 22 | 3 | < 0.1% |
| 21 | 4 | 0.1% |
| 20 | 2 | < 0.1% |
| 19 | 2 | < 0.1% |
| 18 | 7 | 0.1% |
| 17 | 10 | |
| 16 | 15 | |
| 15 | 18 |
rushing_yards
Real number (ℝ)
High correlation Zeros
| Distinct | 827 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.614889 |
| Minimum | -31 |
|---|---|
| Maximum | 2027 |
| Zeros | 3216 |
| Zeros (%) | 45.1% |
| Negative | 264 |
| Negative (%) | 3.7% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | -31 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 57 |
| 95-th percentile | 641 |
| Maximum | 2027 |
| Range | 2058 |
| Interquartile range (IQR) | 57 |
Descriptive statistics
| Standard deviation | 237.27646 |
|---|---|
| Coefficient of variation (CV) | 2.3819377 |
| Kurtosis | 12.919382 |
| Mean | 99.614889 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 3.3970042 |
| Sum | 710553 |
| Variance | 56300.117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3216 | |
| 2 | 99 | 1.4% |
| 1 | 88 | 1.2% |
| 4 | 85 | 1.2% |
| 9 | 82 | 1.1% |
| 7 | 74 | 1.0% |
| 6 | 71 | 1.0% |
| 5 | 70 | 1.0% |
| 3 | 68 | 1.0% |
| 8 | 61 | 0.9% |
| Other values (817) | 3219 |
| Value | Count | Frequency (%) |
| -31 | 1 | < 0.1% |
| -24 | 1 | < 0.1% |
| -23 | 1 | < 0.1% |
| -18 | 1 | < 0.1% |
| -16 | 1 | < 0.1% |
| -15 | 1 | < 0.1% |
| -14 | 1 | < 0.1% |
| -13 | 4 | |
| -12 | 5 | |
| -11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2027 | 1 | |
| 2013 | 1 | |
| 2005 | 1 | |
| 1921 | 1 | |
| 1845 | 1 | |
| 1811 | 1 | |
| 1653 | 1 | |
| 1631 | 1 | |
| 1613 | 1 | |
| 1607 | 1 |
rush_touchdown
Real number (ℝ)
High correlation Zeros
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75648395 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 5481 |
| Zeros (%) | 76.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0264658 |
|---|---|
| Coefficient of variation (CV) | 2.6787955 |
| Kurtosis | 18.883227 |
| Mean | 0.75648395 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.9715216 |
| Sum | 5396 |
| Variance | 4.1065637 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5481 | |
| 1 | 638 | 8.9% |
| 2 | 317 | 4.4% |
| 3 | 178 | 2.5% |
| 4 | 127 | 1.8% |
| 5 | 96 | 1.3% |
| 6 | 81 | 1.1% |
| 8 | 51 | 0.7% |
| 7 | 46 | 0.6% |
| 9 | 29 | 0.4% |
| Other values (9) | 89 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 5481 | |
| 1 | 638 | 8.9% |
| 2 | 317 | 4.4% |
| 3 | 178 | 2.5% |
| 4 | 127 | 1.8% |
| 5 | 96 | 1.3% |
| 6 | 81 | 1.1% |
| 7 | 46 | 0.6% |
| 8 | 51 | 0.7% |
| 9 | 29 | 0.4% |
| Value | Count | Frequency (%) |
| 18 | 2 | < 0.1% |
| 17 | 4 | 0.1% |
| 16 | 7 | 0.1% |
| 15 | 7 | 0.1% |
| 14 | 6 | 0.1% |
| 13 | 12 | |
| 12 | 19 | |
| 11 | 16 | |
| 10 | 16 | |
| 9 | 29 |
receptions
Real number (ℝ)
High correlation Zeros
| Distinct | 127 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.070377 |
| Minimum | 0 |
|---|---|
| Maximum | 149 |
| Zeros | 1407 |
| Zeros (%) | 19.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 29 |
| 95-th percentile | 72 |
| Maximum | 149 |
| Range | 149 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 24.428478 |
|---|---|
| Coefficient of variation (CV) | 1.2809646 |
| Kurtosis | 2.4089604 |
| Mean | 19.070377 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.6485304 |
| Sum | 136029 |
| Variance | 596.75051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1407 | |
| 1 | 537 | 7.5% |
| 2 | 380 | 5.3% |
| 3 | 286 | 4.0% |
| 4 | 266 | 3.7% |
| 5 | 204 | 2.9% |
| 6 | 199 | 2.8% |
| 7 | 186 | 2.6% |
| 8 | 155 | 2.2% |
| 9 | 148 | 2.1% |
| Other values (117) | 3365 |
| Value | Count | Frequency (%) |
| 0 | 1407 | |
| 1 | 537 | 7.5% |
| 2 | 380 | 5.3% |
| 3 | 286 | 4.0% |
| 4 | 266 | 3.7% |
| 5 | 204 | 2.9% |
| 6 | 199 | 2.8% |
| 7 | 186 | 2.6% |
| 8 | 155 | 2.2% |
| 9 | 148 | 2.1% |
| Value | Count | Frequency (%) |
| 149 | 1 | < 0.1% |
| 145 | 1 | < 0.1% |
| 136 | 2 | |
| 135 | 1 | < 0.1% |
| 129 | 1 | < 0.1% |
| 128 | 1 | < 0.1% |
| 127 | 2 | |
| 122 | 1 | < 0.1% |
| 119 | 3 | |
| 118 | 1 | < 0.1% |
receiving_yards
Real number (ℝ)
High correlation Zeros
| Distinct | 1083 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 215.58671 |
| Minimum | -15 |
|---|---|
| Maximum | 1964 |
| Zeros | 1428 |
| Zeros (%) | 20.0% |
| Negative | 53 |
| Negative (%) | 0.7% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | -15 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 80 |
| Q3 | 298 |
| 95-th percentile | 894.4 |
| Maximum | 1964 |
| Range | 1979 |
| Interquartile range (IQR) | 290 |
Descriptive statistics
| Standard deviation | 304.67408 |
|---|---|
| Coefficient of variation (CV) | 1.4132322 |
| Kurtosis | 4.0058343 |
| Mean | 215.58671 |
| Median Absolute Deviation (MAD) | 80 |
| Skewness | 1.9879135 |
| Sum | 1537780 |
| Variance | 92826.297 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1428 | 20.0% |
| 11 | 54 | 0.8% |
| 8 | 53 | 0.7% |
| 7 | 52 | 0.7% |
| 9 | 48 | 0.7% |
| 6 | 48 | 0.7% |
| 13 | 47 | 0.7% |
| 15 | 45 | 0.6% |
| 5 | 44 | 0.6% |
| 12 | 42 | 0.6% |
| Other values (1073) | 5272 |
| Value | Count | Frequency (%) |
| -15 | 1 | < 0.1% |
| -11 | 1 | < 0.1% |
| -10 | 1 | < 0.1% |
| -9 | 1 | < 0.1% |
| -8 | 2 | < 0.1% |
| -7 | 2 | < 0.1% |
| -6 | 8 | |
| -5 | 2 | < 0.1% |
| -4 | 6 | |
| -3 | 5 |
| Value | Count | Frequency (%) |
| 1964 | 1 | |
| 1947 | 1 | |
| 1871 | 1 | |
| 1841 | 1 | |
| 1809 | 1 | |
| 1799 | 1 | |
| 1749 | 1 | |
| 1725 | 1 | |
| 1710 | 1 | |
| 1708 | 1 |
receiving_touchdown
Real number (ℝ)
High correlation Zeros
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3413711 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 3997 |
| Zeros (%) | 56.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.2830351 |
|---|---|
| Coefficient of variation (CV) | 1.702016 |
| Kurtosis | 7.0953378 |
| Mean | 1.3413711 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.445431 |
| Sum | 9568 |
| Variance | 5.2122492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3997 | |
| 1 | 1154 | 16.2% |
| 2 | 606 | 8.5% |
| 3 | 414 | 5.8% |
| 4 | 295 | 4.1% |
| 5 | 195 | 2.7% |
| 6 | 146 | 2.0% |
| 7 | 99 | 1.4% |
| 8 | 80 | 1.1% |
| 9 | 47 | 0.7% |
| Other values (9) | 100 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 3997 | |
| 1 | 1154 | 16.2% |
| 2 | 606 | 8.5% |
| 3 | 414 | 5.8% |
| 4 | 295 | 4.1% |
| 5 | 195 | 2.7% |
| 6 | 146 | 2.0% |
| 7 | 99 | 1.4% |
| 8 | 80 | 1.1% |
| 9 | 47 | 0.7% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 3 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 7 | 0.1% |
| 13 | 16 | 0.2% |
| 12 | 17 | 0.2% |
| 11 | 20 | |
| 10 | 33 | |
| 9 | 47 |
targets
Real number (ℝ)
High correlation Zeros
| Distinct | 180 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.405019 |
| Minimum | 0 |
|---|---|
| Maximum | 201 |
| Zeros | 1202 |
| Zeros (%) | 16.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 12 |
| Q3 | 43 |
| 95-th percentile | 108 |
| Maximum | 201 |
| Range | 201 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 36.248293 |
|---|---|
| Coefficient of variation (CV) | 1.2761228 |
| Kurtosis | 2.2224575 |
| Mean | 28.405019 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.6311718 |
| Sum | 202613 |
| Variance | 1313.9387 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1202 | 16.9% |
| 1 | 485 | 6.8% |
| 2 | 282 | 4.0% |
| 3 | 254 | 3.6% |
| 4 | 213 | 3.0% |
| 5 | 194 | 2.7% |
| 6 | 179 | 2.5% |
| 7 | 153 | 2.1% |
| 9 | 144 | 2.0% |
| 11 | 129 | 1.8% |
| Other values (170) | 3898 |
| Value | Count | Frequency (%) |
| 0 | 1202 | |
| 1 | 485 | |
| 2 | 282 | 4.0% |
| 3 | 254 | 3.6% |
| 4 | 213 | 3.0% |
| 5 | 194 | 2.7% |
| 6 | 179 | 2.5% |
| 7 | 153 | 2.1% |
| 8 | 122 | 1.7% |
| 9 | 144 | 2.0% |
| Value | Count | Frequency (%) |
| 201 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 188 | 1 | < 0.1% |
| 187 | 1 | < 0.1% |
| 186 | 1 | < 0.1% |
| 185 | 3 | |
| 180 | 1 | < 0.1% |
| 179 | 1 | < 0.1% |
| 178 | 2 | |
| 174 | 2 |
touches
Real number (ℝ)
High correlation Zeros
| Distinct | 557 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.417636 |
| Minimum | 0 |
|---|---|
| Maximum | 755 |
| Zeros | 213 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 25 |
| Q3 | 72 |
| 95-th percentile | 360.8 |
| Maximum | 755 |
| Range | 755 |
| Interquartile range (IQR) | 66 |
Descriptive statistics
| Standard deviation | 127.32393 |
|---|---|
| Coefficient of variation (CV) | 1.7342417 |
| Kurtosis | 8.5695497 |
| Mean | 73.417636 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 2.9115062 |
| Sum | 523688 |
| Variance | 16211.383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 448 | 6.3% |
| 2 | 307 | 4.3% |
| 4 | 245 | 3.4% |
| 3 | 222 | 3.1% |
| 0 | 213 | 3.0% |
| 5 | 200 | 2.8% |
| 7 | 169 | 2.4% |
| 6 | 163 | 2.3% |
| 8 | 157 | 2.2% |
| 9 | 120 | 1.7% |
| Other values (547) | 4889 |
| Value | Count | Frequency (%) |
| 0 | 213 | |
| 1 | 448 | |
| 2 | 307 | |
| 3 | 222 | |
| 4 | 245 | |
| 5 | 200 | |
| 6 | 163 | 2.3% |
| 7 | 169 | 2.4% |
| 8 | 157 | 2.2% |
| 9 | 120 | 1.7% |
| Value | Count | Frequency (%) |
| 755 | 1 | |
| 753 | 1 | |
| 746 | 1 | |
| 745 | 1 | |
| 735 | 1 | |
| 720 | 1 | |
| 712 | 1 | |
| 699 | 1 | |
| 691 | 1 | |
| 685 | 1 |
age
Real number (ℝ)
High correlation
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.933268 |
| Minimum | 20 |
|---|---|
| Maximum | 45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 23 |
| median | 25 |
| Q3 | 28 |
| 95-th percentile | 32 |
| Maximum | 45 |
| Range | 25 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.4429131 |
|---|---|
| Coefficient of variation (CV) | 0.13276048 |
| Kurtosis | 1.7024036 |
| Mean | 25.933268 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.1572796 |
| Sum | 184982 |
| Variance | 11.853651 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 1017 | |
| 23 | 985 | |
| 25 | 911 | |
| 26 | 756 | |
| 22 | 664 | |
| 27 | 637 | |
| 28 | 513 | |
| 29 | 385 | 5.4% |
| 30 | 295 | 4.1% |
| 21 | 229 | 3.2% |
| Other values (16) | 741 |
| Value | Count | Frequency (%) |
| 20 | 12 | 0.2% |
| 21 | 229 | 3.2% |
| 22 | 664 | |
| 23 | 985 | |
| 24 | 1017 | |
| 25 | 911 | |
| 26 | 756 | |
| 27 | 637 | |
| 28 | 513 | |
| 29 | 385 | 5.4% |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 44 | 2 | < 0.1% |
| 43 | 2 | < 0.1% |
| 42 | 1 | < 0.1% |
| 41 | 4 | 0.1% |
| 40 | 7 | 0.1% |
| 39 | 15 | 0.2% |
| 38 | 22 | |
| 37 | 35 | |
| 36 | 41 |
draft_year
Real number (ℝ)
High correlation
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2014.7655 |
| Minimum | 1997 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 1997 |
|---|---|
| 5-th percentile | 2006 |
| Q1 | 2012 |
| median | 2015 |
| Q3 | 2018 |
| 95-th percentile | 2022 |
| Maximum | 2024 |
| Range | 27 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.905538 |
|---|---|
| Coefficient of variation (CV) | 0.0024347936 |
| Kurtosis | 0.026794016 |
| Mean | 2014.7655 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.52527166 |
| Sum | 14371322 |
| Variance | 24.064303 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2017 | 658 | 9.2% |
| 2018 | 601 | 8.4% |
| 2016 | 561 | 7.9% |
| 2015 | 518 | 7.3% |
| 2013 | 517 | 7.2% |
| 2019 | 482 | 6.8% |
| 2014 | 469 | 6.6% |
| 2012 | 430 | 6.0% |
| 2011 | 409 | 5.7% |
| 2020 | 392 | 5.5% |
| Other values (18) | 2096 |
| Value | Count | Frequency (%) |
| 1997 | 3 | < 0.1% |
| 1998 | 15 | 0.2% |
| 1999 | 4 | 0.1% |
| 2000 | 23 | 0.3% |
| 2001 | 26 | 0.4% |
| 2002 | 13 | 0.2% |
| 2003 | 44 | 0.6% |
| 2004 | 86 | |
| 2005 | 116 | |
| 2006 | 143 |
| Value | Count | Frequency (%) |
| 2024 | 76 | 1.1% |
| 2023 | 186 | 2.6% |
| 2022 | 261 | 3.7% |
| 2021 | 266 | |
| 2020 | 392 | |
| 2019 | 482 | |
| 2018 | 601 | |
| 2017 | 658 | |
| 2016 | 561 | |
| 2015 | 518 |
position_DE
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 9 |
| Value | Count | Frequency (%) |
| False | 7124 | |
| True | 9 | 0.1% |
position_DT
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 9 |
| Value | Count | Frequency (%) |
| False | 7124 | |
| True | 9 | 0.1% |
position_FB
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 114 |
| Value | Count | Frequency (%) |
| False | 7019 | |
| True | 114 | 1.6% |
position_FS
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 30 |
| Value | Count | Frequency (%) |
| False | 7103 | |
| True | 30 | 0.4% |
position_ILB
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 18 |
| Value | Count | Frequency (%) |
| False | 7115 | |
| True | 18 | 0.3% |
position_K
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 6 |
| Value | Count | Frequency (%) |
| False | 7127 | |
| True | 6 | 0.1% |
position_LS
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 2 |
| Value | Count | Frequency (%) |
| False | 7131 | |
| True | 2 | < 0.1% |
position_MLB
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 3 |
| Value | Count | Frequency (%) |
| False | 7130 | |
| True | 3 | < 0.1% |
position_NT
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 2 |
| Value | Count | Frequency (%) |
| False | 7131 | |
| True | 2 | < 0.1% |
position_OLB
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 5 |
| Value | Count | Frequency (%) |
| False | 7128 | |
| True | 5 | 0.1% |
position_P
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 67 |
| Value | Count | Frequency (%) |
| False | 7066 | |
| True | 67 | 0.9% |
position_QB
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 6157 | |
| True | 976 | 13.7% |
position_RB
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 5388 | |
| True | 1745 | 24.5% |
position_SS
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 32 |
| Value | Count | Frequency (%) |
| False | 7101 | |
| True | 32 | 0.4% |
position_T
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.1 KiB |
| False | |
|---|---|
| True | 1 |
| Value | Count | Frequency (%) |
| False | 7132 | |
| True | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| False | 5692 | |
| True | 1441 | 20.2% |
| Value | Count | Frequency (%) |
| False | 4493 | |
| True | 2640 |
fantasy_points_ppr
Real number (ℝ)
High correlation Zeros
| Distinct | 2999 |
|---|---|
| Distinct (%) | 42.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.7131 |
| Minimum | -4.8 |
|---|---|
| Maximum | 513.98 |
| Zeros | 223 |
| Zeros (%) | 3.1% |
| Negative | 131 |
| Negative (%) | 1.8% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | -4.8 |
|---|---|
| 5-th percentile | 0.06 |
| Q1 | 9.8 |
| median | 38.8 |
| Q3 | 116.3 |
| 95-th percentile | 267.208 |
| Maximum | 513.98 |
| Range | 518.78 |
| Interquartile range (IQR) | 106.5 |
Descriptive statistics
| Standard deviation | 89.614391 |
|---|---|
| Coefficient of variation (CV) | 1.1681759 |
| Kurtosis | 2.1394002 |
| Mean | 76.7131 |
| Median Absolute Deviation (MAD) | 35.5 |
| Skewness | 1.5559925 |
| Sum | 547194.54 |
| Variance | 8030.7391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 223 | 3.1% |
| 1.4 | 30 | 0.4% |
| 1.9 | 26 | 0.4% |
| 1.7 | 25 | 0.4% |
| 1.6 | 24 | 0.3% |
| 1.8 | 23 | 0.3% |
| 1.3 | 22 | 0.3% |
| 3.3 | 22 | 0.3% |
| 3.8 | 21 | 0.3% |
| 2.2 | 21 | 0.3% |
| Other values (2989) | 6696 |
| Value | Count | Frequency (%) |
| -4.8 | 1 | < 0.1% |
| -4.72 | 1 | < 0.1% |
| -3.36 | 1 | < 0.1% |
| -3.24 | 1 | < 0.1% |
| -3.08 | 1 | < 0.1% |
| -3 | 16 | |
| -2.8 | 1 | < 0.1% |
| -2.7 | 2 | < 0.1% |
| -2.52 | 1 | < 0.1% |
| -2.48 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 513.98 | 1 | |
| 513.08 | 1 | |
| 505.38 | 1 | |
| 493.4 | 1 | |
| 485.68 | 1 | |
| 477.26 | 1 | |
| 465.58 | 1 | |
| 465.2 | 1 | |
| 464.06 | 1 | |
| 457.74 | 1 |
Interactions
Correlations
| age | draft_year | fantasy_points_ppr | interception | pass_touchdown | passing_yards | position_DE | position_DT | position_FB | position_FS | position_ILB | position_K | position_LS | position_MLB | position_NT | position_OLB | position_P | position_QB | position_RB | position_SS | position_T | position_TE | position_WR | receiving_touchdown | receiving_yards | receptions | rush_touchdown | rushing_yards | targets | touches | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.569 | 0.034 | 0.104 | 0.111 | 0.176 | 0.000 | 0.023 | 0.031 | 0.000 | 0.003 | 0.037 | 0.012 | 0.000 | 0.000 | 0.029 | 0.144 | 0.284 | 0.144 | 0.000 | 0.000 | 0.066 | 0.102 | -0.006 | -0.066 | -0.062 | -0.058 | -0.110 | -0.069 | 0.047 |
| draft_year | -0.569 | 1.000 | -0.097 | -0.137 | -0.129 | -0.127 | 0.031 | 0.036 | 0.047 | 0.028 | 0.000 | 0.034 | 0.077 | 0.000 | 0.000 | 0.000 | 0.088 | 0.245 | 0.090 | 0.023 | 0.000 | 0.078 | 0.105 | -0.038 | -0.002 | -0.000 | 0.027 | 0.052 | -0.007 | -0.106 |
| fantasy_points_ppr | 0.034 | -0.097 | 1.000 | 0.573 | 0.778 | 0.203 | 0.000 | 0.000 | 0.091 | 0.049 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.083 | 0.334 | 0.066 | 0.051 | 0.000 | 0.140 | 0.115 | 0.591 | 0.627 | 0.650 | 0.435 | 0.408 | 0.625 | 0.900 |
| interception | 0.104 | -0.137 | 0.573 | 1.000 | 0.641 | 0.425 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.571 | 0.203 | 0.000 | 0.000 | 0.130 | 0.166 | 0.310 | 0.245 | 0.225 | 0.049 | 0.062 | 0.234 | 0.535 |
| pass_touchdown | 0.111 | -0.129 | 0.778 | 0.641 | 1.000 | 0.379 | 0.000 | 0.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.552 | 0.206 | 0.000 | 0.000 | 0.111 | 0.191 | 0.708 | 0.399 | 0.379 | 0.105 | 0.095 | 0.371 | 0.635 |
| passing_yards | 0.176 | -0.127 | 0.203 | 0.425 | 0.379 | 1.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.749 | 0.166 | 0.000 | 0.000 | 0.146 | 0.226 | -0.272 | -0.463 | -0.464 | 0.197 | 0.219 | -0.481 | 0.398 |
| position_DE | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.005 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| position_DT | 0.023 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.005 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| position_FB | 0.031 | 0.047 | 0.091 | 0.030 | 0.035 | 0.014 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.048 | 0.070 | 0.000 | 0.000 | 0.062 | 0.096 | 0.048 | 0.061 | 0.062 | 0.016 | 0.037 | 0.067 | 0.059 |
| position_FS | 0.000 | 0.028 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.032 | 0.000 | 0.000 | 0.028 | 0.046 | 0.019 | 0.032 | 0.039 | 0.000 | 0.000 | 0.040 | 0.007 |
| position_ILB | 0.003 | 0.000 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.022 | 0.000 | 0.000 | 0.018 | 0.034 | 0.000 | 0.010 | 0.020 | 0.000 | 0.000 | 0.021 | 0.000 |
| position_K | 0.037 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| position_LS | 0.012 | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| position_MLB | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| position_NT | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| position_OLB | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| position_P | 0.144 | 0.088 | 0.083 | 0.004 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.035 | 0.052 | 0.000 | 0.000 | 0.046 | 0.072 | 0.049 | 0.062 | 0.070 | 0.018 | 0.021 | 0.072 | 0.041 |
| position_QB | 0.284 | 0.245 | 0.334 | 0.571 | 0.552 | 0.749 | 0.000 | 0.000 | 0.048 | 0.019 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 1.000 | 0.226 | 0.021 | 0.000 | 0.199 | 0.305 | 0.242 | 0.288 | 0.319 | 0.133 | 0.112 | 0.325 | 0.574 |
| position_RB | 0.144 | 0.090 | 0.066 | 0.203 | 0.206 | 0.166 | 0.010 | 0.010 | 0.070 | 0.032 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.226 | 1.000 | 0.034 | 0.000 | 0.286 | 0.436 | 0.182 | 0.190 | 0.130 | 0.469 | 0.568 | 0.165 | 0.384 |
| position_SS | 0.000 | 0.023 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.034 | 1.000 | 0.000 | 0.029 | 0.048 | 0.022 | 0.034 | 0.041 | 0.000 | 0.000 | 0.042 | 0.012 |
| position_T | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| position_TE | 0.066 | 0.078 | 0.140 | 0.130 | 0.111 | 0.146 | 0.005 | 0.005 | 0.062 | 0.028 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.199 | 0.286 | 0.029 | 0.000 | 1.000 | 0.385 | 0.121 | 0.102 | 0.089 | 0.201 | 0.210 | 0.096 | 0.239 |
| position_WR | 0.102 | 0.105 | 0.115 | 0.166 | 0.191 | 0.226 | 0.020 | 0.020 | 0.096 | 0.046 | 0.034 | 0.013 | 0.000 | 0.000 | 0.000 | 0.009 | 0.072 | 0.305 | 0.436 | 0.048 | 0.000 | 0.385 | 1.000 | 0.302 | 0.364 | 0.280 | 0.288 | 0.315 | 0.330 | 0.297 |
| receiving_touchdown | -0.006 | -0.038 | 0.591 | 0.310 | 0.708 | -0.272 | 0.000 | 0.000 | 0.048 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.049 | 0.242 | 0.182 | 0.022 | 0.000 | 0.121 | 0.302 | 1.000 | 0.794 | 0.772 | -0.094 | -0.118 | 0.775 | 0.323 |
| receiving_yards | -0.066 | -0.002 | 0.627 | 0.245 | 0.399 | -0.463 | 0.000 | 0.000 | 0.061 | 0.032 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.288 | 0.190 | 0.034 | 0.000 | 0.102 | 0.364 | 0.794 | 1.000 | 0.979 | -0.033 | -0.057 | 0.978 | 0.363 |
| receptions | -0.062 | -0.000 | 0.650 | 0.225 | 0.379 | -0.464 | 0.000 | 0.000 | 0.062 | 0.039 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.319 | 0.130 | 0.041 | 0.000 | 0.089 | 0.280 | 0.772 | 0.979 | 1.000 | 0.035 | 0.019 | 0.990 | 0.421 |
| rush_touchdown | -0.058 | 0.027 | 0.435 | 0.049 | 0.105 | 0.197 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.133 | 0.469 | 0.000 | 0.000 | 0.201 | 0.288 | -0.094 | -0.033 | 0.035 | 1.000 | 0.706 | 0.001 | 0.569 |
| rushing_yards | -0.110 | 0.052 | 0.408 | 0.062 | 0.095 | 0.219 | 0.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.112 | 0.568 | 0.000 | 0.000 | 0.210 | 0.315 | -0.118 | -0.057 | 0.019 | 0.706 | 1.000 | -0.017 | 0.614 |
| targets | -0.069 | -0.007 | 0.625 | 0.234 | 0.371 | -0.481 | 0.000 | 0.000 | 0.067 | 0.040 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 0.325 | 0.165 | 0.042 | 0.000 | 0.096 | 0.330 | 0.775 | 0.978 | 0.990 | 0.001 | -0.017 | 1.000 | 0.383 |
| touches | 0.047 | -0.106 | 0.900 | 0.535 | 0.635 | 0.398 | 0.000 | 0.000 | 0.059 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.041 | 0.574 | 0.384 | 0.012 | 0.000 | 0.239 | 0.297 | 0.323 | 0.363 | 0.421 | 0.569 | 0.614 | 0.383 | 1.000 |
Missing values
Sample
| passing_yards | pass_touchdown | interception | rushing_yards | rush_touchdown | receptions | receiving_yards | receiving_touchdown | targets | touches | age | draft_year | position_DE | position_DT | position_FB | position_FS | position_ILB | position_K | position_LS | position_MLB | position_NT | position_OLB | position_P | position_QB | position_RB | position_SS | position_T | position_TE | position_WR | fantasy_points_ppr | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 475.0 | 1.0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 66.0 | 37.0 | 1998.0 | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | 17.00 |
| 1 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 8.0 | 77.0 | 2.0 | 13.0 | 8.0 | 37.0 | 1999.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 27.70 |
| 2 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 14.0 | 129.0 | 2.0 | 14.0 | 14.0 | 36.0 | 1997.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | 36.90 |
| 3 | 0.0 | 8.0 | 3.0 | 0.0 | 0.0 | 93.0 | 930.0 | 8.0 | 121.0 | 93.0 | 36.0 | 1997.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | 228.00 |
| 4 | 1367.0 | 7.0 | 5.0 | 38.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 229.0 | 36.0 | 1998.0 | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | 87.48 |
| 5 | 290.0 | 3.0 | 2.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 42.0 | 36.0 | 1998.0 | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | 22.50 |
| 6 | 4659.0 | 37.0 | 11.0 | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 595.0 | 36.0 | 1998.0 | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | 380.96 |
| 7 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 7.0 | 112.0 | 0.0 | 12.0 | 7.0 | 35.0 | 1998.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 16.20 |
| 8 | 0.0 | 3.0 | 3.0 | 0.0 | 0.0 | 28.0 | 434.0 | 3.0 | 47.0 | 28.0 | 35.0 | 1998.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 83.40 |
| 9 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 3.0 | 27.0 | 1.0 | 5.0 | 3.0 | 36.0 | 1999.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 9.70 |
| passing_yards | pass_touchdown | interception | rushing_yards | rush_touchdown | receptions | receiving_yards | receiving_touchdown | targets | touches | age | draft_year | position_DE | position_DT | position_FB | position_FS | position_ILB | position_K | position_LS | position_MLB | position_NT | position_OLB | position_P | position_QB | position_RB | position_SS | position_T | position_TE | position_WR | fantasy_points_ppr | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7123 | 3568.0 | 25.0 | 9.0 | 891.0 | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 620.0 | 23.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | 399.82 |
| 7124 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 23.0 | 0.0 | 1.0 | 1.0 | 22.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | 3.30 |
| 7125 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 5.0 | 28.0 | 1.0 | 5.0 | 5.0 | 22.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | 13.80 |
| 7126 | 0.0 | 4.0 | 1.0 | 0.0 | 0.0 | 63.0 | 916.0 | 4.0 | 88.0 | 63.0 | 22.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 176.60 |
| 7127 | 0.0 | 2.0 | 3.0 | 6.0 | 0.0 | 20.0 | 268.0 | 2.0 | 26.0 | 23.0 | 23.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 53.40 |
| 7128 | 775.0 | 3.0 | 3.0 | 11.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 109.0 | 24.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | 50.10 |
| 7129 | 3541.0 | 20.0 | 6.0 | 489.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 637.0 | 22.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | False | 283.54 |
| 7130 | 0.0 | 3.0 | 1.0 | 15.0 | 0.0 | 54.0 | 734.0 | 3.0 | 100.0 | 57.0 | 22.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 141.90 |
| 7131 | 0.0 | 0.0 | 0.0 | 26.0 | 0.0 | 3.0 | 16.0 | 0.0 | 6.0 | 5.0 | 22.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 4.20 |
| 7132 | 0.0 | 0.0 | 0.0 | 291.0 | 1.0 | 6.0 | 59.0 | 0.0 | 6.0 | 69.0 | 22.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | 47.00 |
Duplicate rows
Most frequently occurring
| passing_yards | pass_touchdown | interception | rushing_yards | rush_touchdown | receptions | receiving_yards | receiving_touchdown | targets | touches | age | draft_year | position_DE | position_DT | position_FB | position_FS | position_ILB | position_K | position_LS | position_MLB | position_NT | position_OLB | position_P | position_QB | position_RB | position_SS | position_T | position_TE | position_WR | fantasy_points_ppr | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 23.0 | 2016.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | 0.0 | 3 |
| 11 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 25.0 | 2011.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 0.0 | 3 |
| 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 22.0 | 2023.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | 0.0 | 2 |
| 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 25.0 | 2019.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | 0.0 | 2 |
| 2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 27.0 | 2015.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | 0.0 | 2 |
| 3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 22.0 | 2019.0 | False | False | False | False | False | False | False | False | False | False | False | False | True | False | False | False | False | 0.0 | 2 |
| 4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 23.0 | 2016.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 0.0 | 2 |
| 6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 23.0 | 2019.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | 0.0 | 2 |
| 7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 23.0 | 2020.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | False | 0.0 | 2 |
| 8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 23.0 | 2024.0 | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | False | True | 0.0 | 2 |